/* This file is part of the Gudhi Library - https://gudhi.inria.fr/ - which is released under MIT. * See file LICENSE or go to https://gudhi.inria.fr/licensing/ for full license details. * Author(s): Clément Maria, Marc Glisse * * Copyright (C) 2014 Inria * * Modification(s): * - YYYY/MM Author: Description of the modification */ #include #include #include #include #include #include #include #include #include //////////////////////////////////////////////////////////////// // // // WARNING: persistence computation itself is not parallel, // // and this uses more memory than rips_persistence. // // // //////////////////////////////////////////////////////////////// // Types definition using Simplex_tree = Gudhi::Simplex_tree<>; using Filtration_value = Simplex_tree::Filtration_value; using Rips_complex = Gudhi::rips_complex::Rips_complex; using Field_Zp = Gudhi::persistent_cohomology::Field_Zp; using Point = std::vector; using Points_off_reader = Gudhi::Points_off_reader; void program_options(int argc, char * argv[] , std::string & off_file_points , std::string & filediag , Filtration_value & threshold , int & dim_max , int & p , Filtration_value & min_persistence); int main(int argc, char * argv[]) { std::string off_file_points; std::string filediag; Filtration_value threshold; int dim_max; int p; Filtration_value min_persistence; program_options(argc, argv, off_file_points, filediag, threshold, dim_max, p, min_persistence); Points_off_reader off_reader(off_file_points); Rips_complex rips_complex_from_file(off_reader.get_point_cloud(), threshold, Gudhi::Euclidean_distance()); // Construct the Rips complex in a Simplex Tree Simplex_tree& st = *new Simplex_tree; rips_complex_from_file.create_complex(st, dim_max); std::clog << "The complex contains " << st.num_simplices() << " simplices \n"; std::clog << " and has dimension " << st.dimension() << " \n"; // Sort the simplices in the order of the filtration st.initialize_filtration(); int count = 0; for (auto sh : st.filtration_simplex_range()) st.assign_key(sh, count++); // Convert to a more convenient representation. Gudhi::Hasse_complex<> hcpx(st); // Free some space. delete &st; // Compute the persistence diagram of the complex Gudhi::persistent_cohomology::Persistent_cohomology< Gudhi::Hasse_complex<>, Field_Zp > pcoh(hcpx); // initializes the coefficient field for homology pcoh.init_coefficients(p); pcoh.compute_persistent_cohomology(min_persistence); // Output the diagram in filediag if (filediag.empty()) { pcoh.output_diagram(); } else { std::ofstream out(filediag); pcoh.output_diagram(out); out.close(); } } void program_options(int argc, char * argv[] , std::string & off_file_points , std::string & filediag , Filtration_value & threshold , int & dim_max , int & p , Filtration_value & min_persistence) { namespace po = boost::program_options; po::options_description hidden("Hidden options"); hidden.add_options() ("input-file", po::value(&off_file_points), "Name of file containing a point set. Format is one point per line: X1 ... Xd "); po::options_description visible("Allowed options", 100); visible.add_options() ("help,h", "produce help message") ("output-file,o", po::value(&filediag)->default_value(std::string()), "Name of file in which the persistence diagram is written. Default print in std::clog") ("max-edge-length,r", po::value(&threshold)->default_value(0), "Maximal length of an edge for the Rips complex construction.") ("cpx-dimension,d", po::value(&dim_max)->default_value(1), "Maximal dimension of the Rips complex we want to compute.") ("field-charac,p", po::value(&p)->default_value(11), "Characteristic p of the coefficient field Z/pZ for computing homology.") ("min-persistence,m", po::value(&min_persistence), "Minimal lifetime of homology feature to be recorded. Default is 0. Enter a negative value to see zero length intervals"); po::positional_options_description pos; pos.add("input-file", 1); po::options_description all; all.add(visible).add(hidden); po::variables_map vm; po::store(po::command_line_parser(argc, argv). options(all).positional(pos).run(), vm); po::notify(vm); if (vm.count("help") || !vm.count("input-file")) { std::clog << std::endl; std::clog << "Compute the persistent homology with coefficient field Z/pZ \n"; std::clog << "of a Rips complex defined on a set of input points.\n \n"; std::clog << "The output diagram contains one bar per line, written with the convention: \n"; std::clog << " p dim b d \n"; std::clog << "where dim is the dimension of the homological feature,\n"; std::clog << "b and d are respectively the birth and death of the feature and \n"; std::clog << "p is the characteristic of the field Z/pZ used for homology coefficients." << std::endl << std::endl; std::clog << "Usage: " << argv[0] << " [options] input-file" << std::endl << std::endl; std::clog << visible << std::endl; exit(-1); } }